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Global Shipping Container Disruptions and U.S. Agricultural Exports

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  • Carter, Colin A.
  • Steinbach, Sandro
  • Zhuang, Xiting

Abstract

Containerized exports are significant for U.S. agriculture, especially for certain products, such as meat, tree nuts, and oilseeds. We assess the trade losses to U.S. agriculture arising from shipping container disruptions in 2021. We rely on a non-linear panel event study design to measure the dynamic treatment effects using both bills of lading and Census Bureau export data at the U.S. port level. Our findings are that the volume of U.S. containerized agricultural exports was 22 percent below the counterfactual level from May 2021 to January 2022, amounting to USD 10 billion in export losses. There were differences in the trade effects across geographic regions and product groups. We find that Western and Southern ports faced the brunt of export losses, with meat, edible fruits and nuts, oilseeds, and animal feed being the most affected.

Suggested Citation

  • Carter, Colin A. & Steinbach, Sandro & Zhuang, Xiting, 2022. "Global Shipping Container Disruptions and U.S. Agricultural Exports," Working Papers 320397, International Agricultural Trade Research Consortium.
    • Handle: RePEc:ags:iatrwp:320397
    DOI: 10.22004/ag.econ.320397
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    as
    1. Arita, Shawn & Grant, Jason & Sydow, Sharon, 2021. "Has COVID-19 Caused a Great Trade Collapse? An Initial Ex Post Assessment," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 36(3), May.
    2. Carter, Colin A. & Steinbach, Sandro, 2020. "The Impact of Retaliatory Tariffs on Agricultural and Food Trade," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304367, Agricultural and Applied Economics Association.
    3. Malgouyres, Clément & Mayer, Thierry & Mazet-Sonilhac, Clément, 2021. "Technology-induced trade shocks? Evidence from broadband expansion in France," Journal of International Economics, Elsevier, vol. 133(C).
    4. Olivier Coibion & Yuriy Gorodnichenko & Michael Weber, 2020. "How Did U.S. Consumers Use Their Stimulus Payments?," Working Papers 2020-109, Becker Friedman Institute for Research In Economics.
    5. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273.
    6. Jane Korinek & Patricia Sourdin, 2010. "Clarifying Trade Costs: Maritime Transport and Its Effect on Agricultural Trade," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(3), pages 417-435.
    7. Ghislain B D Aihounton & Arne Henningsen, 2021. "Units of measurement and the inverse hyperbolic sine transformation," The Econometrics Journal, Royal Economic Society, vol. 24(2), pages 334-351.
    8. Simon Freyaldenhoven & Christian Hansen & Jesse M. Shapiro, 2019. "Pre-event Trends in the Panel Event-Study Design," American Economic Review, American Economic Association, vol. 109(9), pages 3307-3338, September.
    9. Gourieroux, Christian & Monfort, Alain & Trognon, Alain, 1984. "Pseudo Maximum Likelihood Methods: Applications to Poisson Models," Econometrica, Econometric Society, vol. 52(3), pages 701-720, May.
    10. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    11. Jill E. Hobbs, 2021. "Food supply chain resilience and the COVID‐19 pandemic: What have we learned?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 69(2), pages 189-196, June.
    12. Attinasi, Maria Grazia & Balatti, Mirco & Mancini, Michele & Metelli, Luca, 2022. "Supply chain disruptions and the effects on the global economy," Economic Bulletin Boxes, European Central Bank, vol. 8.
    13. Steinbach, Sandro, 2022. "Port congestion, container shortages, and U.S. foreign trade," Economics Letters, Elsevier, vol. 213(C).
    14. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    15. Carlos Dobkin & Amy Finkelstein & Raymond Kluender & Matthew J. Notowidigdo, 2018. "The Economic Consequences of Hospital Admissions," American Economic Review, American Economic Association, vol. 108(2), pages 308-352, February.
    16. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    17. Kurt Schmidheiny & Sebastian Siegloch, 2023. "On event studies and distributed‐lags in two‐way fixed effects models: Identification, equivalence, and generalization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 695-713, August.
    18. Jayson Beckman & Amanda M. Countryman, 2021. "The Importance of Agriculture in the Economy: Impacts from COVID‐19," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1595-1611, October.
    19. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    20. Daniele Curzi & Martijn Huysmans, 2022. "The Impact of Protecting EU Geographical Indications in Trade Agreements," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 364-384, January.
    21. Koen Jochmans, 2017. "Two-Way Models for Gravity," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 478-485, July.
    22. Clark, Ximena & Dollar, David & Micco, Alejandro, 2004. "Port efficiency, maritime transport costs, and bilateral trade," Journal of Development Economics, Elsevier, vol. 75(2), pages 417-450, December.
    23. Amiti, Mary & Kong, Sang Hoon & Weinstein, David, 2021. "Trade Protection, Stock-Market Returns, and Welfare," CEPR Discussion Papers 16093, C.E.P.R. Discussion Papers.
    24. Lauren Chenarides & Mark Manfredo & Timothy J. Richards, 2021. "COVID‐19 and Food Supply Chains," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(1), pages 270-279, March.
    25. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    26. Weidner, Martin & Zylkin, Thomas, 2021. "Bias and consistency in three-way gravity models," Journal of International Economics, Elsevier, vol. 132(C).
    27. Paul Kent & Hercules Haralambides, 2022. "A perfect storm or an imperfect supply chain? The U.S. supply chain crisis," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 24(1), pages 1-8, March.
    28. Benedikt Heid & Mario Larch & Yoto V. Yotov, 2021. "Estimating the effects of non‐discriminatory trade policies within structural gravity models," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 376-409, February.
    29. Carroll, Christopher D. & Crawley, Edmund & Slacalek, Jiri & White, Matthew N., 2020. "How has the U.S. coronavirus aid package affected household spending?," Research Bulletin, European Central Bank, vol. 75.
    30. Jasper Verschuur & Elco E. Koks & Jim W. Hall, 2021. "Observed impacts of the COVID-19 pandemic on global trade," Nature Human Behaviour, Nature, vol. 5(3), pages 305-307, March.
    31. Xi He, 2022. "Regional Trade Agreements and Excluded Countries," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 428-449, January.
    32. Ahn, Soojung & Steinbach, Sandro, 2022. "COVID-19 Trade Actions and Their Impact on the Agricultural and Food Sector," 2023 Allied Social Sciences Association (ASSA) Annual Meeting, January 6-8, 2023, New Orleans, Louisiana 316789, Agricultural and Applied Economics Association.
    33. Brian Bell & Nicholas Bloom & Jack Blundell, 2021. "This time is not so different: income dynamics during the Covid-19 recession," CEP Discussion Papers dp1792, Centre for Economic Performance, LSE.
    34. David S Jacks & Krishna Pendakur, 2010. "Global Trade and the Maritime Transport Revolution," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 745-755, November.
    35. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    36. Alvaro Espitia & Aaditya Mattoo & Nadia Rocha & Michele Ruta & Deborah Winkler, 2022. "Pandemic trade: COVID‐19, remote work and global value chains," The World Economy, Wiley Blackwell, vol. 45(2), pages 561-589, February.
    37. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    38. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    39. Marc F. Bellemare & Casey J. Wichman, 2020. "Elasticities and the Inverse Hyperbolic Sine Transformation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 50-61, February.
    40. Michelle Marcus & Pedro H. C. Sant’Anna, 2021. "The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(2), pages 235-275.
    41. Pablo D Fajgelbaum & Pinelopi K Goldberg & Patrick J Kennedy & Amit K Khandelwal, 2020. "The Return to Protectionism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 1-55.
    42. Aaron Flaaen & Flora Haberkorn & Logan Lewis & Anderson Monken & Justin Pierce & Rosemary Rhodes & Madeleine Yi, 2023. "Bill of lading data in international trade research with an application to the COVID‐19 pandemic," Review of International Economics, Wiley Blackwell, vol. 31(3), pages 1146-1172, August.
    43. Jason H. Grant & Dayton M. Lambert, 2008. "Do Regional Trade Agreements Increase Members' Agricultural Trade?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(3), pages 765-782.
    44. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    45. Sergio Correia & Paulo Guimarães & Tom Zylkin, 2020. "Fast Poisson estimation with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 20(1), pages 95-115, March.
    46. Jason H. Grant & Kathryn A. Boys, 2012. "Agricultural Trade and the GATT/WTO: Does Membership Make a Difference?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(1), pages 1-24.
    47. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    48. Ding, Haoyuan & Fan, Haichao & Lin, Shu, 2022. "COVID-19, firm exposure, and firm value: A tale of two lockdowns," China Economic Review, Elsevier, vol. 71(C).
    49. Regmi, Anita & Gehlhar, Mark J. & Wainio, John & Vollrath, Thomas L. & Johnston, Paul V. & Kathuria, Nitin, 2005. "Market Access For High-Value Foods," Agricultural Economic Reports 33999, United States Department of Agriculture, Economic Research Service.
    50. Yoto V. Yotov, 2022. "On the role of domestic trade flows for estimating the gravity model of trade," Contemporary Economic Policy, Western Economic Association International, vol. 40(3), pages 526-540, July.
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